stevinc / TheColorOutOfSpace
Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"
☆18Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for TheColorOutOfSpace
- Starter-pack for the AI4EO Food Security Challenge☆22Updated last year
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆18Updated 3 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆17Updated 3 months ago
- A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger f…☆44Updated 9 months ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 2 years ago
- ☆22Updated 5 months ago
- ☆25Updated 2 years ago
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".☆28Updated last year
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆60Updated 5 years ago
- Routines for extracting and working with polygons from semantic segmentation masks☆23Updated 3 years ago
- IEEE-ICETCI 2021 is organizing a Virtual Competition in association with RRSC-Central, NRSC, ISRO, Nagpur on ‘Machine learning based feat…☆8Updated 3 years ago
- Image Classification on EuroSAT☆8Updated 2 years ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 4 years ago
- ☆8Updated 11 months ago
- ☆54Updated last year
- ☆10Updated this week
- Satellite images classification☆14Updated 4 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated last year
- 🌍 Code accompanying the article "Self-Supervised Learning for Scene Classification in Remote Sensing: current State of the Art and Persp…☆13Updated 2 years ago
- Unsupervised Segmentation by applying K-Means clustering to the features generated by Neural Network☆11Updated last year
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆11Updated last year
- 🛰 Deep learning for deforestation classification and forecasting in satellite imagery☆25Updated last year
- Precision agriculture in the embedding space☆21Updated 10 months ago
- Code for the paper "Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification".☆12Updated 2 years ago
- ☆19Updated 2 years ago
- Rapid map creation with machine learning and earth observation data.☆67Updated this week
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆89Updated 2 weeks ago
- Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Ma…☆40Updated 3 years ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated last year